Motoaki Kawanabe
机构: Senior Researcher, Advanced Telecommunications Research Institute International
每年引用次数
引用次数
引用: 10,182
H-指数: 36
I10-指数 : 79
出版物: 177
Generalization of TD-learning from a Semiparametric Statistical Viewpoint
Ueno Tsuyoshi , Ishii Shin , Kawanabe Motoaki , Maeda Shin-ichi
IEICE technical report. Speech 110 ( 76) 131 -138
1
2010
Spatio-temporal and cortical characterization of EEG changes during motor imagery
Singh Archana , Ogawa Takeshi , Hirayama Junichiro , Maruyama Masaki
Frontiers in Neuroinformatics 7
1
2013
Machine learning in non-stationary environments: introduction to covariate shift adaptation
Sugiyama Masashi , Kawanabe Motoaki
MIT Press, Cambridge
8
2012
Linear dimension reduction based on the fourth-order cumulant tensor
M. Kawanabe
international conference on artificial neural networks 151 -156
7
2005
Optimal cluster preserving embedding of nonmetric proximity data
V. Roth , J. Laub , M. Kawanabe , J.M. Buhmann
IEEE Transactions on Pattern Analysis and Machine Intelligence 25 ( 12) 1540 -1551
242
2003
A resampling approach to estimate the stability of one-dimensional or multidimensional independent components
F. Meinecke , A. Ziehe , M. Kawanabe , K.-R. Muller
IEEE Transactions on Biomedical Engineering 49 ( 12) 1514 -1525
89
2002
Uniqueness of Non-Gaussianity-Based Dimension Reduction
F. J. Theis , M. Kawanabe , K. Muller
IEEE Transactions on Signal Processing 59 ( 9) 4478 -4482
10
2011
Colored Subspace Analysis
Fabian J. Theis , M. Kawanabe
Independent Component Analysis and Signal Separation 121 -128
1
2007
Robust common spatial filters with a maxmin approach
M. Kawanabe , C. Vidaurre , S. Scholler , K.-R. Muller
international conference of the ieee engineering in medicine and biology society 2009 2470 -2473
13
2009
P.413 Towards using EEG-Neurofeedback for the treatment of psychotic symptoms and working memory in schizophrenia: a feasibility study in healthy subjects
R. Tamano , T. Ogawa , C. Cai , M. Kawanabe
European Neuropsychopharmacology 40
2020
Obtaining the Best Linear Unbiased Estimator of Noisy Signals by Non-Gaussian Component Analysis
M. Sugiyama , M. Kawanabe , G. Blanchard , V. Spokiny
international conference on acoustics, speech, and signal processing 3 608 -611
2
2006
Brain-computer interfacing in discriminative and stationary subspaces
W. Samek , K. Muller , M. Kawanabe , C. Vidaurre
international conference of the ieee engineering in medicine and biology society 2012 2873 -2876
18
2012
Asynchronous, adaptive BCI using movement imagination training and rest-state inference
Siamac Fazli , Márton Danóczy , Motoaki Kawanabe , Florin Popescu
international conference on artificial intelligence and applications 85 -90
3
2008
Machine Learning in Non-Stationary Environments: Introduction to Covariate Shift Adaptation
Motoaki Kawanabe , Masashi Sugiyama
431
2012
Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation
Masashi Sugiyama , Shinichi Nakajima , Hisashi Kashima , Paul von Bünau
neural information processing systems 20 1433 -1440
901
2007
Non-Gaussian Component Analysis: a Semi-parametric Framework for Linear Dimension Reduction
Vladimir Spokoiny , Klaus-Robert Müller , Motoaki Kawanabe , Gilles Blanchard
neural information processing systems 18 131 -138
13
2005
In Search of Non-Gaussian Components of a High-Dimensional Distribution
Vladimir Spokoiny , Klaus-Robert Müller , Klaus-Robert Müller , Motoaki Kawanabe
Journal of Machine Learning Research 7 ( 9) 247 -282
59
2006
Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing
Benjamin Blankertz , Friederike Hohlefeld , Klaus-Robert Müller , Motoaki Kawanabe
neural information processing systems 20 113 -120
172
2007
Heterogeneous Component Analysis
Klaus-Robert Müller , Shin Ishii , Motoaki Kawanabe , Shigeyuki Oba
neural information processing systems 20 1097 -1104
2
2007
How to Explain Individual Classification Decisions
David Baehrens , Stefan Harmeling , Klaus-Robert Müller , Motoaki Kawanabe
Journal of Machine Learning Research 11 ( 61) 1803 -1831
405
2010